5 citations · 9 across the 5 of their papers we have counts for
5 papers
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking
Nacime Bouziani, Shubhi Tyagi, Joseph Fisher +2
Extracting structured information from unstructured text is critical for many downstream NLP applications and is traditionally achieved by closed information extraction (cIE). Howe…
Physics-driven machine learning models coupling PyTorch and Firedrake
Nacime Bouziani, David A. Ham
Partial differential equations (PDEs) are central to describing and modelling complex physical systems that arise in many disciplines across science and engineering. However, in ma…
Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL]
Nacime Bouziani, David A. Ham
High level domain specific languages for the finite element method underpin high productivity programming environments for simulations based on partial differential equations (PDE)…
Optimal Order Simple Regret for Gaussian Process Bandits
Sattar Vakili, Nacime Bouziani, Sepehr Jalali +2
Consider the sequential optimization of a continuous, possibly non-convex, and expensive to evaluate objective function . The problem can be cast as a Gaussian Process (GP) band…
A Unified Framework for Double Sweep Methods for the Helmholtz Equation
Nacime Bouziani, Frédéric Nataf, Pierre-Henri Tournier
We consider sweeping domain decomposition preconditioners to solve the Helmholtz equation in the case of stripwise domain decomposition with or without overlaps. We unify their der…